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Nigam H. Shah

stanford university school of medicine

79H-index
569Paper Count
3.0WCitation Count
Published Papers 156
Publication Date
Lessons from deploying the ChatEHR system at Stanford Medicine
err2026-08-10
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PREAI
errNigam H. Shah; Niraj Sehgal; Euan A. Ashley; Michael A. Pfeffer
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Small language models in medicine
err2026-07-13
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PREAI
errYiming Qin; Tao Yan; Matthew Yu Heng Wong; Sahana Srinivasan; Hong-Yu Zhou; Roland Eils; Yih-Chung Tham; Nigam H. Shah; Jiamin Wu; Haibo Wang; Tien Yin Wong
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Neuro-symbolic artificial intelligence in medicine
err2026-07-10
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PREAI
errMatthew Yu Heng Wong; Jasmine Chiat Ling Ong; Nigam Shah; David C. Klonoff; Bin Sheng
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Merlin: a computed tomography vision–language foundation model and dataset
errNature
IF48.5
err2026-03-04
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PREAI
errLouis Blankemeier; Ashwin Kumar; Joseph Paul Cohen; Jiaming Liu; Longchao Liu; Dave Van Veen; Syed Jamal Safdar Gardezi; Hongkun Yu; Magdalini Paschali; Zhihong Chen; Jean-Benoit Delbrouck; Eduardo Reis; Robbie Holland; Cesar Truyts; Christian Bluethgen; Yufu Wu; Long Lian; Malte Engmann Kjeldskov Jensen; Sophie Ostmeier; Maya Varma; Jeya Maria Jose Valanarasu; Zhongnan Fang; Zepeng Huo; Zaid Nabulsi; Diego Ardila; Wei-Hung Weng; Edson Amaro Junior; Neera Ahuja; Jason Fries; Nigam H. Shah; Greg Zaharchuk; Marc Willis; Adam Yala; Andrew Johnston; Robert D. Boutin; Andrew Wentland; Curtis P. Langlotz; Jason Hom; Sergios Gatidis; Akshay S. Chaudhari
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Bridging the Gap: Consensus-Based Considerations for AI Usefulness in Healthcare
err2026-02-12
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errOAAI
errMegan E. Salwei; Keith Morse; Suchi Saria; Nigam H. Shah; Armando Bedoya; Molly Beyer; Alejandro Muñoz del Rio; Dennis Chornenky; Anthony Lin; Sawan Ruparel; Daniel Kortsch; Priyank Barbarooah; Morgan Hanger; Ashley N. Beecy; Matthew Elmore; Nicoleta J. Economou-Zavlanos
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PRIMARY-AI: outcomes-based standards to safeguard primary care in the AI era
err2026-02-11
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PREAI
errDian Zeng; Lorainne Tudor Car; Kamlesh Khunti; Yuanli Liu; Till Bärnighausen; Niels H. Chavannes; Pearse A. Keane; Holger Kunz; Lan Xue; Joseph J. Y. Sung; Yih Chung Tham; Lorenzo Righetto; Rupa Sarker; Samuel Yeung Shan Wong; Donald Boudreau; Qionghai Dai; Weiping Jia; Yang Liu; Dinggang Shen; Jia Liu; Weixing Shen; John S. Ji; Zhong Wang; Zhiyi Wang; Haibo Wang; Shenglan Tang; Chenyang Pei; Zehua Jiang; Zihao Zou; Yiming Qin; Huating Li; Yasha Wang; Dinesh Visva Gunasekeran; Sabrina Wong; Dong Xu; Ryan Urbanowicz; Liliana Laranjo; Ana Luisa Neves; Nan Liu; Yulan He; Phuoc Van Le; Neil Bressler; Rifat Atun; David C. Klonoff; Bin Sheng; Nigam Shah; Josip Car; Tien Yin Wong
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Holistic evaluation of large language models for medical tasks with MedHELM
err2026-01-20
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PREAI
errSuhana Bedi; Hejie Cui; Miguel Fuentes; Alyssa Unell; Michael Wornow; Juan M. Banda; Nikesh Kotecha; Timothy Keyes; Yifan Mai; Mert Oez; Hao Qiu; Shrey Jain; Leonardo Schettini; Mehr Kashyap; Jason Alan Fries; Akshay Swaminathan; Philip Chung; Fateme Nateghi Haredasht; Ivan Lopez; Asad Aali; Gabriel Tse; Ashwin Nayak; Shivam Vedak; Sneha S. Jain; Birju Patel; Oluseyi Fayanju; Shreya Shah; Ethan Goh; Dong-han Yao; Brian Soetikno; Eduardo Reis; Sergios Gatidis; Vasu Divi; Robson Capasso; Rachna Saralkar; Chia-Chun Chiang; Jenelle Jindal; Tho Pham; Faraz Ghoddusi; Steven Lin; Albert S. Chiou; Hyo Jung Hong; Mohana Roy; Michael F. Gensheimer; Hinesh Patel; Kevin Schulman; Dev Dash; Danton Char; Lance Downing; Francois Grolleau; Kameron Black; Bethel Mieso; Aydin Zahedivash; Wen-wai Yim; Harshita Sharma; Tony Lee; Hannah Kirsch; Jennifer Lee; Nerissa Ambers; Carlene Lugtu; Aditya Sharma; Bilal Mawji; Alex Alekseyev; Vicky Zhou; Vikas Kakkar; Jarrod Helzer; Anurang Revri; Yair Bannett; Roxana Daneshjou; Jonathan Chen; Emily Alsentzer; Keith Morse; Nirmal Ravi; Nima Aghaeepour; Vanessa Kennedy; Akshay Chaudhari; Thomas Wang; Sanmi Koyejo; Matthew P. Lungren; Eric Horvitz; Percy Liang; Michael A. Pfeffer; Nigam H. Shah
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How to interpret ‘zero-shot’ results from generative EHR models
err2026-01-07
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PREAI
errSuhana Bedi; Jason Alan Fries; Nigam H. Shah
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Generative artificial intelligence in medicine
err2025-10-06
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PREAI
errZhen Ling Teo; Arun James Thirunavukarasu; Kabilan Elangovan; Haoran Cheng; Prasanth Moova; Brian Soetikno; Christopher Nielsen; Andreas Pollreisz; Darren Shu Jeng Ting; Robert J. T. Morris; Nigam H. Shah; Curtis P. Langlotz; Daniel Shu Wei Ting
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Physician Perspectives on Large Language Models in Health Care: A Cross-Sectional Survey Study
err2025-10-01
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PREAI
errHong, Hyo Jung; Shah, Nigam H.; Pfeffer, Michael A.; Lehmann, Lisa S.
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TIMER: temporal instruction modeling and evaluation for longitudinal clinical records
err2025-09-26
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errOAAI
errHejie Cui; Alyssa Unell; Bowen Chen; Jason Alan Fries; Emily Alsentzer; Sanmi Koyejo; Nigam H. Shah
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Key takeaways from Stanford's symposium on AI for Data Science
err2025-09-25
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errOAAI
errDesai, Manisha; Auerbach, John; Baker, Laurence; Benjamin-Chung, Jade; Bondy, Melissa; Boulos, Mary; Bunning, Bryan J.; Deng, Ni; Goodman, Steven N.; Horn, Ivor; Linos, Eleni; Musen, Mark A.; Sanders, Lee; Shah, Nigam; Singer, Sara; Williams, Michelle; Zou, James; Pencina, Michael
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ID: 4346888 DIAGNOSTIC YIELD AND HEALTHCARE UTILIZATION OF WEARABLE NOTIFICATIONS FOR ATRIAL FIBRILLATION
err2025-09-03
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errOAAI
errKrishna Pundi; Ben Viggiano; Natasha Din; Richard Yoo; Jun Fan; Mintu P. Turakhia; Nigam Shah
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Differential reasoning and chain-of-thought processes in Deepseek-R1 and Open AI o3-mini-high for determining American Society of Anesthesiologists physical status
err2025-07-07
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PREAI
errYu He Ke; Yun Hao Leong; Liyuan Jin; Kabilan Elangovan; Hairil Rizal Abdullah; Alex Tiong Heng Sia; Jasmine Chiat Ling Ong; Nigam H. Shah; Tien Yin Wong; Daniel Shu Wei Ting
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International partnership for governing generative artificial intelligence models in medicine
err2025-06-30
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PREAI
errJasmine Chiat Ling Ong; Yilin Ning; Gary S. Collins; Danielle S. Bitterman; Ashley N. Beecy; Robert T. Chang; Alastair K. Denniston; Oscar Freyer; Stephen Gilbert; Anne de Hond; Artuur M. Leeuwenberg; Liang Zhao; John C. W. Lim; Mingxuan Liu; Xiaoxuan Liu; Christopher A. Longhurst; Yian Ma; Yue Qiu; Rupa Sarkar; Bin Sheng; Kuldev Singh; Iris Siu Kwan Tan; Yih Chung Tham; Arun J. Thirunavukarasu; Daniel Shu Wei Ting; Silke Vogel; Rui Zhang; Jianfei Zhao; Wendy W. Chapman; Nigam H. Shah; Karel G. M. Moons; Tien Yin Wong; Nan Liu
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Answering real-world clinical questions using large language model, retrieval-augmented generation, and agentic systems
err2025-06-09
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errOAAI
errYen Sia Low; Michael L Jackson; Rebecca J Hyde; Robert E Brown; Neil M Sanghavi; Julian D Baldwin; C William Pike; Jananee Muralidharan; Gavin Hui; Natasha Alexander; Hadeel Hassan; Rahul V Nene; Morgan Pike; Courtney J Pokrzywa; Shivam Vedak; Adam Paul Yan; Dong-han Yao; Amy R Zipursky; Christina Dinh; Philip Ballentine; Dan C Derieg; Vladimir Polony; Rehan N Chawdry; Jordan Davies; Brigham B Hyde; Nigam H Shah; Saurabh Gombar
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Reformulating patient stratification for targeting interventions by accounting for severity of downstream outcomes resulting from disease onset: a case study in sepsis
err2025-03-24
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PREAI
errKamran, Fahad; Tjandra, Donna; Valley, Thomas S.; Prescott, Hallie C.; Shah, Nigam H.; Liu, Vincent X.; Horvitz, Eric; Wiens, Jenna
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Post-Mortem Toxicology Analysis in a Young Sudden Cardiac Death Cohort-an Irish Perspective
err2025-03-01
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PREAI
errStacey, Catherine; Banks, Twane; Roche, Niamh; Shah, Nigam
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Artificial Intelligence In Health And Health Care: Priorities For Action
err2025-02-01
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PREAI
errMatheny, Michael E.; Goldsack, Jennifer C.; Saria, Suchi; Shah, Nigam H.; Gerhart, Jacqueline; Cohen, I. Glenn; Price II, W. Nicholson; Patel, Bakul; Payne, Philip R. O.; Embi, Peter J.; Anderson, Brian; Horvitz, Eric
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Testing and Evaluation of Health Care Applications of Large Language Models: A Systematic Review
err2025-01-28
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PREAI
errBedi, Suhana; Liu, Yutong; Orr-Ewing, Lucy; Dash, Dev; Koyejo, Sanmi; Callahan, Alison; Fries, Jason A.; Wornow, Michael; Swaminathan, Akshay; Lehmann, Lisa Soleymani; Hong, Hyo Jung; Kashyap, Mehr; Chaurasia, Akash R.; Shah, Nirav R.; Singh, Karandeep; Tazbaz, Troy; Milstein, Arnold; Pfeffer, Michael A.; Shah, Nigam H.
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